An open-source fine-tuned large language model for radiological impression generation: a multi-reader performance study

Autor: Adrian Serapio, Gunvant Chaudhari, Cody Savage, Yoo Jin Lee, Maya Vella, Shravan Sridhar, Jamie Lee Schroeder, Jonathan Liu, Adam Yala, Jae Ho Sohn

Publikováno v: BMC Medical Imaging, Vol 24, Iss 1, Pp 1-14 (2024)

Abstract Background The impression section integrates key findings of a radiology report but can be subjective and variable. We sought to fine-tune and evaluate an open-source Large Language Model (LLM) in automatically generating impressions from th

Externí odkaz: https://doaj.org/article/073af8db1cdd4f03a846ca85b79edf56

Semantic Retrieval of Similar Radiological Images using Vision Transformers

Autor: Anjali Thakrar, Michael Jayasuriya, Adrian Serapio, Xiao Wu, Eric Davis, Jamie Schroeder, Maya Vella, Jae Ho Sohn

BackgroundIdentifying visually and semantically similar radiological images in a database can facilitate the creation of decision support tools, teaching files, and research cohorts. Existing content-based image retrieval tools are often limited to s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::bafb9dae9275771f03d0b9cb78750621
https://doi.org/10.1101/2023.02.16.23286056

Radiologists staunchly support patient safety and autonomy, in opposition to the SCOTUS decision to overturn Roe v Wade

Autor: Aditya Karandikar, Agnieszka Solberg, Alice Fung, Amie Y. Lee, Amina Farooq, Amy C. Taylor, Amy Oliveira, Anand Narayan, Andi Senter, Aneesa Majid, Angela Tong, Anika L. McGrath, Anjali Malik, Ann Leylek Brown, Anne Roberts, Arthur Fleischer, Beth Vettiyil, Beth Zigmund, Brian Park, Bruce Curran, Cameron Henry, Camilo Jaimes, Cara Connolly, Caroline Robson, Carolyn C. Meltzer, Catherine H. Phillips, Christine Dove, Christine Glastonbury, Christy Pomeranz, Claudia F.E. Kirsch, Constantine M. Burgan, Courtney Scher, Courtney Tomblinson, Cristina Fuss, Cynthia Santillan, Dania Daye, Daniel B. Brown, Daniel J. Young, Daniel Kopans, Daniel Vargas, Dann Martin, David Thompson, David W. Jordan, Deborah Shatzkes, Derek Sun, Domenico Mastrodicasa, Elainea Smith, Elena Korngold, Elizabeth H. Dibble, Elizabeth K. Arleo, Elizabeth M. Hecht, Elizabeth Morris, Elizabeth P. Maltin, Erin A. Cooke, Erin Simon Schwartz, Evan Lehrman, Faezeh Sodagari, Faisal Shah, Florence X. Doo, Francesca Rigiroli, George K. Vilanilam, Gina Landinez, Grace Gwe-Ya Kim, Habib Rahbar, Hailey Choi, Harmanpreet Bandesha, Haydee Ojeda-Fournier, Ichiro Ikuta, Irena Dragojevic, Jamie Lee Twist Schroeder, Jana Ivanidze, Janine T. Katzen, Jason Chiang, Jeffers Nguyen, Jeffrey D. Robinson, Jennifer C. Broder, Jennifer Kemp, Jennifer S. Weaver, Jesse M. Conyers, Jessica B. Robbins, Jessica R. Leschied, Jessica Wen, Jocelyn Park, John Mongan, Jordan Perchik, José Pablo Martínez Barbero, Jubin Jacob, Karyn Ledbetter, Katarzyna J. Macura, Katherine E. Maturen, Katherine Frederick-Dyer, Katia Dodelzon, Kayla Cort, Kelly Kisling, Kemi Babagbemi, Kevin C. McGill, Kevin J. Chang, Kimberly Feigin, Kimberly S. Winsor, Kimberly Seifert, Kirang Patel, Kristin K. Porter, Kristin M. Foley, Krupa Patel-Lippmann, Lacey J. McIntosh, Laura Padilla, Lauren Groner, Lauren M. Harry, Lauren M. Ladd, Lisa Wang, Lucy B. Spalluto, M. Mahesh, M. Victoria Marx, Mark D. Sugi, Marla B.K. Sammer, Maryellen Sun, Matthew J. Barkovich, Matthew J. Miller, Maya Vella, Melissa A. Davis, Meridith J. Englander, Michael Durst, Michael Oumano, Monica J. Wood, Morgan P. McBee, Nancy J. Fischbein, Nataliya Kovalchuk, Neil Lall, Neville Eclov, Nikhil Madhuripan, Nikki S. Ariaratnam, Nina S. Vincoff, Nishita Kothary, Noushin Yahyavi-Firouz-Abadi, Olga R. Brook, Orit A. Glenn, Pamela K. Woodard, Parisa Mazaheri, Patricia Rhyner, Peter R. Eby, Preethi Raghu, Rachel F. Gerson, Rina Patel, Robert L. Gutierrez, Robyn Gebhard, Rochelle F. Andreotti, Rukya Masum, Ryan Woods, Sabala Mandava, Samantha G. Harrington, Samir Parikh, Sammy Chu, Sandeep S. Arora, Sandra M. Meyers, Sanjay Prabhu, Sara Shams, Sarah Pittman, Sejal N. Patel, Shelby Payne, Steven W. Hetts, Tarek A. Hijaz, Teresa Chapman, Thomas W. Loehfelm, Titania Juang, Toshimasa J. Clark, Valeria Potigailo, Vinil Shah, Virginia Planz, Vivek Kalia, Wendy DeMartini, William P. Dillon, Yasha Gupta, Yilun Koethe, Zachary Hartley-Blossom, Zhen Jane Wang, Geraldine McGinty, Adina Haramati, Laveil M. Allen, Pauline Germaine

Publikováno v: Clinical imaging. 93

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1153d442685fa3405a75116c587ed7d1
https://pubmed.ncbi.nlm.nih.gov/36064645

Comparison of MRI, MRA, and DSA for Detection of Cerebral Arteriovenous Malformations in Hereditary Hemorrhagic Telangiectasia

Autor: Maya Vella, Matthew R Amans, Miles Conrad, Marc C. Mabray, D.E. Langston, Steven W. Hetts, Matthew D Alexander, Hosung Kim, Daniel L Cooke, Christine M. Glastonbury, Mark W. Wilson

Publikováno v: AJNR Am J Neuroradiol
AJNR. American journal of neuroradiology, vol 41, iss 6

BACKGROUND AND PURPOSE: Patients with hereditary hemorrhagic telangiectasia (HHT) have a high prevalence of brain vascular malformations, putting them at risk for brain hemorrhage and other complications. Our aim was to evaluate the relative utility

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::34a8352779d98d1af9e704ff2d4cfbfa
https://doi.org/10.3174/ajnr.a6549

Characteristics and growth rate of lung metastases in patients with primary gastrointestinal malignancies: A retrospective cohort analysis

Autor: Maya Vella, Andrew H. Ko, Alan Paciorek, Katherine Van Loon, Mary Uan-Sian Feng, Li Zhang, Chloe E. Atreya, Eric A. Collisson, Shohei Burns, Margaret A. Tempero, Robin Kate Kelley

Publikováno v: Journal of Clinical Oncology. 39:442-442

442 Background: There are no formal guidelines for the management of GI cancer pts with lung-exclusive or lung-predominant metastases (LM), which generally take a more indolent course than metastatic disease occurring at other anatomic sites. We perf

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d1ea4a60f65ec84085cec625edda2dc4
https://doi.org/10.1200/jco.2021.39.3_suppl.442